Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.057628 1.279914 1.562197 1.957493 2.515281 3.306323 4.580583
2025-04-13 0.748192 0.986568 1.333356 1.909536 2.928273 4.881296 9.791557
2025-04-20 0.629315 0.882869 1.291542 2.073355 3.778324 8.342147 30.790260
2025-04-27 0.543962 0.796744 1.235317 2.170779 4.613479 13.843594 153.786792
2025-05-04 0.472566 0.712687 1.151146 2.163889 5.218045 21.291951 4329.932628
2025-05-11 0.412506 0.634530 1.054463 2.081259 5.539192 30.148033 NaN
2025-05-18 0.377005 0.592935 1.018047 2.129738 6.433422 55.375025 NaN
2025-05-25 0.352393 0.566630 1.005902 2.238856 7.835765 140.863673 NaN
2025-06-01 0.325066 0.530564 0.963818 2.242420 8.798452 374.841020 NaN
2025-06-08 0.297101 0.489365 0.901723 2.157702 9.141623 950.975886 NaN
2025-06-15 0.282752 0.473395 0.895141 2.257123 11.148132 NaN NaN
2025-06-22 0.265928 0.450152 0.866385 2.266781 12.587151 NaN NaN
2025-06-29 0.247393 0.421774 0.821234 2.202351 13.287870 NaN NaN
2025-07-06 0.231763 0.398023 0.784328 2.158630 14.274358 NaN NaN
2025-07-13 0.226575 0.395946 0.803163 2.357849 20.042744 NaN NaN
2025-07-20 0.218773 0.387200 0.802501 2.476031 26.237213 NaN NaN
2025-07-27 0.208015 0.370728 0.777572 2.467830 30.017364 NaN NaN
2025-08-03 0.195846 0.350009 0.737638 2.368118 30.558252 NaN NaN
2025-08-10 0.188863 0.340485 0.728503 2.426599 38.369923 NaN NaN
2025-08-17 0.184074 0.335521 0.731890 2.558636 54.829436 NaN NaN
2025-08-24 0.176824 0.324154 0.714312 2.562959 66.106370 NaN NaN
2025-08-31 0.167983 0.308383 0.681271 2.460383 66.666906 NaN NaN
2025-09-07 0.164168 0.304232 0.683564 2.580797 101.542903 NaN NaN